TNF and delirium: The pro-inflammatory cytokines, IL-6, TNF-α, IL-1α, IL-1β, have been implicated in delirium-like behavioral changes, such as impaired concentration, diminished motivation, and psychomotor retardation in critically ill patients [52, 58–60].